An estimated $3.5 billion in revenue from large corporates and multinationals is at risk to the economy, but through audit activity this will reduce to $2.5 billion, according to the Australian Taxation Office.

On Wednesday the agency is releasing the first tranche of its long-awaited highly anticipated "tax gap" figures, which focuses on 1400 corporate groups with gross income of over $250 million.